stabilityai

/

sdxl-turbo

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Succeeded in deploying and running SDXL-Turbo, but can't seem to find the generated image...

Where does generative-models-main save the generted image?

generative-models-main.zip downloaded from https://github.com/Stability-AI/generative-models

Here is the full screen output:

(base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ python3 -m venv .pt2
(base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ source .pt2/bin/activate
(.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ pip3 install -r requirements/pt2.txt
Collecting clip@ git+https://github.com/openai/CLIP.git (from -r requirements/pt2.txt (line 3))
Cloning https://github.com/openai/CLIP.git to /tmp/pip-install-_84o8wos/clip_fe4a40cd6aab45c6bd427798e6fc5528
Running command git clone --filter=blob:none --quiet https://github.com/openai/CLIP.git /tmp/pip-install-_84o8wos/clip_fe4a40cd6aab45c6bd427798e6fc5528
Resolved https://github.com/openai/CLIP.git to commit a1d071733d7111c9c014f024669f959182114e33
Preparing metadata (setup.py) ... done
Requirement already satisfied: black==23.7.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 1)) (23.7.0)
Requirement already satisfied: chardet==5.1.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 2)) (5.1.0)
Requirement already satisfied: einops>=0.6.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 4)) (0.7.0)
Requirement already satisfied: fairscale>=0.4.13 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 5)) (0.4.13)
Requirement already satisfied: fire>=0.5.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 6)) (0.5.0)
Requirement already satisfied: fsspec>=2023.6.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 7)) (2023.12.0)
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Requirement already satisfied: kornia==0.6.9 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 9)) (0.6.9)
Requirement already satisfied: matplotlib>=3.7.2 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 10)) (3.8.2)
Requirement already satisfied: natsort>=8.4.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 11)) (8.4.0)
Requirement already satisfied: ninja>=1.11.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 12)) (1.11.1.1)
Requirement already satisfied: numpy>=1.24.4 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 13)) (1.26.2)
Requirement already satisfied: omegaconf>=2.3.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 14)) (2.3.0)
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Requirement already satisfied: opencv-python==4.6.0.66 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 16)) (4.6.0.66)
Requirement already satisfied: pandas>=2.0.3 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 17)) (2.1.3)
Requirement already satisfied: pillow>=9.5.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 18)) (10.1.0)
Requirement already satisfied: pudb>=2022.1.3 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 19)) (2023.1)
Requirement already satisfied: pytorch-lightning==2.0.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 20)) (2.0.1)
Requirement already satisfied: pyyaml>=6.0.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 21)) (6.0.1)
Requirement already satisfied: scipy>=1.10.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 22)) (1.11.4)
Requirement already satisfied: streamlit>=0.73.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 23)) (1.29.0)
Requirement already satisfied: tensorboardx==2.6 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 24)) (2.6)
Requirement already satisfied: timm>=0.9.2 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 25)) (0.9.12)
Requirement already satisfied: tokenizers==0.12.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 26)) (0.12.1)
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Requirement already satisfied: torchaudio>=2.0.2 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 28)) (2.0.2)
Requirement already satisfied: torchdata==0.6.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 29)) (0.6.1)
Requirement already satisfied: torchmetrics>=1.0.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 30)) (1.2.1)
Requirement already satisfied: torchvision>=0.15.2 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 31)) (0.15.2)
Requirement already satisfied: tqdm>=4.65.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 32)) (4.66.1)
Requirement already satisfied: transformers==4.19.1 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 33)) (4.19.1)
Requirement already satisfied: triton==2.0.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 34)) (2.0.0)
Requirement already satisfied: urllib3<1.27,>=1.25.4 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 35)) (1.26.18)
Requirement already satisfied: wandb>=0.15.6 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 36)) (0.16.0)
Requirement already satisfied: webdataset>=0.2.33 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 37)) (0.2.79)
Requirement already satisfied: wheel>=0.41.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 38)) (0.42.0)
Requirement already satisfied: xformers>=0.0.20 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 39)) (0.0.22)
Requirement already satisfied: streamlit-keyup==0.2.0 in ./.pt2/lib/python3.10/site-packages (from -r requirements/pt2.txt (line 40)) (0.2.0)
Requirement already satisfied: click>=8.0.0 in ./.pt2/lib/python3.10/site-packages (from black==23.7.0->-r requirements/pt2.txt (line 1)) (8.1.7)
Requirement already satisfied: mypy-extensions>=0.4.3 in ./.pt2/lib/python3.10/site-packages (from black==23.7.0->-r requirements/pt2.txt (line 1)) (1.0.0)
Requirement already satisfied: packaging>=22.0 in ./.pt2/lib/python3.10/site-packages (from black==23.7.0->-r requirements/pt2.txt (line 1)) (23.2)
Requirement already satisfied: pathspec>=0.9.0 in ./.pt2/lib/python3.10/site-packages (from black==23.7.0->-r requirements/pt2.txt (line 1)) (0.11.2)
Requirement already satisfied: platformdirs>=2 in ./.pt2/lib/python3.10/site-packages (from black==23.7.0->-r requirements/pt2.txt (line 1)) (4.0.0)
Requirement already satisfied: tomli>=1.1.0 in ./.pt2/lib/python3.10/site-packages (from black==23.7.0->-r requirements/pt2.txt (line 1)) (2.0.1)
Requirement already satisfied: typing-extensions>=4.0.0 in ./.pt2/lib/python3.10/site-packages (from pytorch-lightning==2.0.1->-r requirements/pt2.txt (line 20)) (4.8.0)
Requirement already satisfied: lightning-utilities>=0.7.0 in ./.pt2/lib/python3.10/site-packages (from pytorch-lightning==2.0.1->-r requirements/pt2.txt (line 20)) (0.10.0)
Requirement already satisfied: protobuf<4,>=3.8.0 in ./.pt2/lib/python3.10/site-packages (from tensorboardx==2.6->-r requirements/pt2.txt (line 24)) (3.20.3)
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Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (11.7.99)
Requirement already satisfied: nvidia-cuda-cupti-cu11==11.7.101 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (11.7.101)
Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (8.5.0.96)
Requirement already satisfied: nvidia-cublas-cu11==11.10.3.66 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (11.10.3.66)
Requirement already satisfied: nvidia-cufft-cu11==10.9.0.58 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (10.9.0.58)
Requirement already satisfied: nvidia-curand-cu11==10.2.10.91 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (10.2.10.91)
Requirement already satisfied: nvidia-cusolver-cu11==11.4.0.1 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (11.4.0.1)
Requirement already satisfied: nvidia-cusparse-cu11==11.7.4.91 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (11.7.4.91)
Requirement already satisfied: nvidia-nccl-cu11==2.14.3 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (2.14.3)
Requirement already satisfied: nvidia-nvtx-cu11==11.7.91 in ./.pt2/lib/python3.10/site-packages (from torch>=2.0.1->-r requirements/pt2.txt (line 27)) (11.7.91)
Requirement already satisfied: huggingface-hub<1.0,>=0.1.0 in ./.pt2/lib/python3.10/site-packages (from transformers==4.19.1->-r requirements/pt2.txt (line 33)) (0.19.4)
Requirement already satisfied: regex!=2019.12.17 in ./.pt2/lib/python3.10/site-packages (from transformers==4.19.1->-r requirements/pt2.txt (line 33)) (2023.10.3)
Requirement already satisfied: cmake in ./.pt2/lib/python3.10/site-packages (from triton==2.0.0->-r requirements/pt2.txt (line 34)) (3.27.9)
Requirement already satisfied: lit in ./.pt2/lib/python3.10/site-packages (from triton==2.0.0->-r requirements/pt2.txt (line 34)) (17.0.6)
Requirement already satisfied: setuptools in ./.pt2/lib/python3.10/site-packages (from nvidia-cublas-cu11==11.10.3.66->torch>=2.0.1->-r requirements/pt2.txt (line 27)) (65.5.0)
Requirement already satisfied: ftfy in ./.pt2/lib/python3.10/site-packages (from clip@ git+https://github.com/openai/CLIP.git->-r requirements/pt2.txt (line 3)) (6.1.3)
Requirement already satisfied: six in ./.pt2/lib/python3.10/site-packages (from fire>=0.5.0->-r requirements/pt2.txt (line 6)) (1.16.0)
Requirement already satisfied: termcolor in ./.pt2/lib/python3.10/site-packages (from fire>=0.5.0->-r requirements/pt2.txt (line 6)) (2.4.0)
Requirement already satisfied: PyWavelets>=1.1.1 in ./.pt2/lib/python3.10/site-packages (from invisible-watermark>=0.2.0->-r requirements/pt2.txt (line 8)) (1.5.0)
Requirement already satisfied: contourpy>=1.0.1 in ./.pt2/lib/python3.10/site-packages (from matplotlib>=3.7.2->-r requirements/pt2.txt (line 10)) (1.2.0)
Requirement already satisfied: cycler>=0.10 in ./.pt2/lib/python3.10/site-packages (from matplotlib>=3.7.2->-r requirements/pt2.txt (line 10)) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in ./.pt2/lib/python3.10/site-packages (from matplotlib>=3.7.2->-r requirements/pt2.txt (line 10)) (4.46.0)
Requirement already satisfied: kiwisolver>=1.3.1 in ./.pt2/lib/python3.10/site-packages (from matplotlib>=3.7.2->-r requirements/pt2.txt (line 10)) (1.4.5)
Requirement already satisfied: pyparsing>=2.3.1 in ./.pt2/lib/python3.10/site-packages (from matplotlib>=3.7.2->-r requirements/pt2.txt (line 10)) (3.1.1)
Requirement already satisfied: python-dateutil>=2.7 in ./.pt2/lib/python3.10/site-packages (from matplotlib>=3.7.2->-r requirements/pt2.txt (line 10)) (2.8.2)
Requirement already satisfied: antlr4-python3-runtime==4.9.* in ./.pt2/lib/python3.10/site-packages (from omegaconf>=2.3.0->-r requirements/pt2.txt (line 14)) (4.9.3)
Requirement already satisfied: sentencepiece in ./.pt2/lib/python3.10/site-packages (from open-clip-torch>=2.20.0->-r requirements/pt2.txt (line 15)) (0.1.99)
Requirement already satisfied: pytz>=2020.1 in ./.pt2/lib/python3.10/site-packages (from pandas>=2.0.3->-r requirements/pt2.txt (line 17)) (2023.3.post1)
Requirement already satisfied: tzdata>=2022.1 in ./.pt2/lib/python3.10/site-packages (from pandas>=2.0.3->-r requirements/pt2.txt (line 17)) (2023.3)
Requirement already satisfied: urwid>=1.1.1 in ./.pt2/lib/python3.10/site-packages (from pudb>=2022.1.3->-r requirements/pt2.txt (line 19)) (2.2.3)
Requirement already satisfied: pygments>=2.7.4 in ./.pt2/lib/python3.10/site-packages (from pudb>=2022.1.3->-r requirements/pt2.txt (line 19)) (2.17.2)
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Requirement already satisfied: altair<6,>=4.0 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (5.2.0)
Requirement already satisfied: blinker<2,>=1.0.0 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (1.7.0)
Requirement already satisfied: cachetools<6,>=4.0 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (5.3.2)
Requirement already satisfied: importlib-metadata<7,>=1.4 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (6.11.0)
Requirement already satisfied: pyarrow>=6.0 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (14.0.1)
Requirement already satisfied: rich<14,>=10.14.0 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (13.7.0)
Requirement already satisfied: tenacity<9,>=8.1.0 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (8.2.3)
Requirement already satisfied: toml<2,>=0.10.1 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (0.10.2)
Requirement already satisfied: tzlocal<6,>=1.1 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (5.2)
Requirement already satisfied: validators<1,>=0.2 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (0.22.0)
Requirement already satisfied: gitpython!=3.1.19,<4,>=3.0.7 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (3.1.40)
Requirement already satisfied: pydeck<1,>=0.8.0b4 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (0.8.1b0)
Requirement already satisfied: tornado<7,>=6.0.3 in ./.pt2/lib/python3.10/site-packages (from streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (6.4)
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Requirement already satisfied: safetensors in ./.pt2/lib/python3.10/site-packages (from timm>=0.9.2->-r requirements/pt2.txt (line 25)) (0.4.1)
Requirement already satisfied: psutil>=5.0.0 in ./.pt2/lib/python3.10/site-packages (from wandb>=0.15.6->-r requirements/pt2.txt (line 36)) (5.9.6)
Requirement already satisfied: sentry-sdk>=1.0.0 in ./.pt2/lib/python3.10/site-packages (from wandb>=0.15.6->-r requirements/pt2.txt (line 36)) (1.38.0)
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Requirement already satisfied: zipp>=0.5 in ./.pt2/lib/python3.10/site-packages (from importlib-metadata<7,>=1.4->streamlit>=0.73.1->-r requirements/pt2.txt (line 23)) (3.17.0)
Requirement already satisfied: parso<0.9.0,>=0.8.3 in ./.pt2/lib/python3.10/site-packages (from jedi<1,>=0.18->pudb>=2022.1.3->-r requirements/pt2.txt (line 19)) (0.8.3)
Requirement already satisfied: MarkupSafe>=2.0 in ./.pt2/lib/python3.10/site-packages (from jinja2->torch>=2.0.1->-r requirements/pt2.txt (line 27)) (2.1.3)
Requirement already satisfied: charset-normalizer<4,>=2 in ./.pt2/lib/python3.10/site-packages (from requests->torchdata==0.6.1->-r requirements/pt2.txt (line 29)) (3.3.2)
Requirement already satisfied: idna<4,>=2.5 in ./.pt2/lib/python3.10/site-packages (from requests->torchdata==0.6.1->-r requirements/pt2.txt (line 29)) (3.6)
Requirement already satisfied: certifi>=2017.4.17 in ./.pt2/lib/python3.10/site-packages (from requests->torchdata==0.6.1->-r requirements/pt2.txt (line 29)) (2023.11.17)
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Requirement already satisfied: wcwidth<0.3.0,>=0.2.12 in ./.pt2/lib/python3.10/site-packages (from ftfy->clip@ git+https://github.com/openai/CLIP.git->-r requirements/pt2.txt (line 3)) (0.2.12)
Requirement already satisfied: mpmath>=0.19 in ./.pt2/lib/python3.10/site-packages (from sympy->torch>=2.0.1->-r requirements/pt2.txt (line 27)) (1.3.0)
Requirement already satisfied: attrs>=17.3.0 in ./.pt2/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>2021.06.0->pytorch-lightning==2.0.1->-r requirements/pt2.txt (line 20)) (23.1.0)
Requirement already satisfied: multidict<7.0,>=4.5 in ./.pt2/lib/python3.10/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>2021.06.0->pytorch-lightning==2.0.1->-r requirements/pt2.txt (line 20)) (6.0.4)
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(.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ pip3 install .
Processing /media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Building wheels for collected packages: sgm
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Stored in directory: /home/marco/.cache/pip/wheels/22/c9/32/c8784a99dd5b231a1d167746655536291bd5c1390b2b25cf60
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Installing collected packages: sgm
Attempting uninstall: sgm
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(.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ pip3 install -e git+https://github.com/Stability-AI/datapipelines.git@main#egg=sdata
Obtaining sdata from git+https://github.com/Stability-AI/datapipelines.git@main#egg=sdata
Updating ./.pt2/src/sdata clone (to revision main)
Running command git fetch -q --tags
Running command git reset --hard -q 8bce77d147033b3a5285b6d45ee85f33866964fc
Preparing metadata (setup.py) ... done
Installing collected packages: sdata
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(.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ (.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$
bash: syntax error near unexpected token `('
(.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ pip install diffusers transformers accelerate --upgrade
Collecting diffusers
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Installing collected packages: tokenizers, diffusers, transformers, accelerate
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(.pt2) (base) marco@marco-desktop:/media/marco/DATA/SOFTWARE/AI/Stability-AI/generative-models-main$ python
Python 3.10.10 (main, Mar 21 2023, 18:45:11) [GCC 11.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.

from diffusers import AutoPipelineForText2Image
import torch
pipe = AutoPipelineForText2Image.from_pretrained("stabilityai/sdxl-turbo", torch_dtype=torch.float16, variant="fp16")
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Fetching 18 files: 100%|████████████████████████| 18/18 [08:52<00:00, 29.57s/it]
Loading pipeline components...: 100%|███████████████████████████████████████| 7/7 [00:01<00:00, 6.97it/s]

pipe.to("cuda")
StableDiffusionXLPipeline {
"_class_name": "StableDiffusionXLPipeline",
"_diffusers_version": "0.24.0",
"_name_or_path": "stabilityai/sdxl-turbo",
"feature_extractor": [
null,
null
],
"force_zeros_for_empty_prompt": true,
"image_encoder": [
null,
null
],
"scheduler": [
"diffusers",
"EulerAncestralDiscreteScheduler"
],
"text_encoder": [
"transformers",
"CLIPTextModel"
],
"text_encoder_2": [
"transformers",
"CLIPTextModelWithProjection"
],
"tokenizer": [
"transformers",
"CLIPTokenizer"
],
"tokenizer_2": [
"transformers",
"CLIPTokenizer"
],
"unet": [
"diffusers",
"UNet2DConditionModel"
],
"vae": [
"diffusers",
"AutoencoderKL"
]
}

prompt = "A cinematic shot of a baby racoon wearing an intricate italian priest robe."
image = pipe(prompt=prompt, num_inference_steps=1, guidance_scale=0.0).images[0]
100%|███████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.89it/s]